The Tor Browser Bundle lets you use Tor on Windows, Mac OS X, or Linux without needing to install any software. It can run off a USB flash drive, comes with a pre-configured web browser to protect your anonymity, and is self-contained.
Procedure to follow
First you need to download Tor Browser Bundle from here
Now you should be having tar,gz file and you need to extract the file using the following command
tar xzvf tor-browser-gnu-linux-i686-2.2.39-3-dev-en-US.tar.gz
To run the Tor Browser Bundle, execute the start-tor-browser script:
This will launch Vidalia and once that connects to Tor, it will launch Firefox. Do not unpack or run TBB as root.